# Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems

> Research article (Transportation research procedia, 2021) · cited 10× · AI/ML

**Wikidata**: [openalex:W3152586939](https://www.wikidata.org/wiki/openalex:W3152586939)  
**Source**: https://4ort.xyz/entity/reinforcement-learning-for-traffic-signal-control-comparison-with-commercial-systems